Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 378 |
| Missing cells | 57 |
| Missing cells (%) | 1.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 39.9 KiB |
| Average record size in memory | 108.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
Close is highly overall correlated with High and 4 other fields | High correlation |
High is highly overall correlated with Close and 4 other fields | High correlation |
Low is highly overall correlated with Close and 4 other fields | High correlation |
MA_10 is highly overall correlated with Close and 4 other fields | High correlation |
MA_20 is highly overall correlated with Close and 4 other fields | High correlation |
Open is highly overall correlated with Close and 4 other fields | High correlation |
Return is highly overall correlated with open-close | High correlation |
Volume is highly overall correlated with low-high | High correlation |
low-high is highly overall correlated with Volume | High correlation |
open-close is highly overall correlated with Return | High correlation |
MA_10 has 9 (2.4%) missing values | Missing |
Volatility_10 has 9 (2.4%) missing values | Missing |
MA_20 has 19 (5.0%) missing values | Missing |
Volatility_20 has 19 (5.0%) missing values | Missing |
Volume has unique values | Unique |
Reproduction
| Analysis started | 2024-07-06 14:57:00.173253 |
|---|---|
| Analysis finished | 2024-07-06 14:57:16.787935 |
| Duration | 16.61 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Open
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 362 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.64204 |
| Minimum | 126.01 |
|---|---|
| Maximum | 221.64999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 126.01 |
|---|---|
| 5-th percentile | 143.85 |
| Q1 | 169.0425 |
| median | 177.8 |
| Q3 | 189.33 |
| 95-th percentile | 196.89999 |
| Maximum | 221.64999 |
| Range | 95.639992 |
| Interquartile range (IQR) | 20.287502 |
Descriptive statistics
| Standard deviation | 17.459125 |
|---|---|
| Coefficient of variation (CV) | 0.098839015 |
| Kurtosis | 0.54361136 |
| Mean | 176.64204 |
| Median Absolute Deviation (MAD) | 10.540001 |
| Skewness | -0.48644437 |
| Sum | 66770.69 |
| Variance | 304.82105 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 181.2700043 | 3 | 0.8% |
| 189.3300018 | 2 | 0.5% |
| 176.4799957 | 2 | 0.5% |
| 184.8999939 | 2 | 0.5% |
| 196.8999939 | 2 | 0.5% |
| 182.3500061 | 2 | 0.5% |
| 171.75 | 2 | 0.5% |
| 165.1900024 | 2 | 0.5% |
| 191.5700073 | 2 | 0.5% |
| 180.0700073 | 2 | 0.5% |
| Other values (352) | 357 |
| Value | Count | Frequency (%) |
| 126.0100021 | 1 | |
| 126.8899994 | 1 | |
| 127.1299973 | 1 | |
| 130.2599945 | 1 | |
| 130.2799988 | 1 | |
| 130.4700012 | 1 | |
| 131.25 | 1 | |
| 132.0299988 | 1 | |
| 133.8800049 | 1 | |
| 134.0800018 | 1 |
| Value | Count | Frequency (%) |
| 221.6499939 | 1 | |
| 220 | 1 | |
| 217.5899963 | 1 | |
| 216.1499939 | 1 | |
| 215.7700043 | 1 | |
| 214.7400055 | 1 | |
| 214.6900024 | 1 | |
| 213.9299927 | 1 | |
| 213.8500061 | 1 | |
| 213.3699951 | 1 |
High
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 366 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178.30339 |
| Minimum | 127.77 |
|---|---|
| Maximum | 226.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 127.77 |
|---|---|
| 5-th percentile | 146.451 |
| Q1 | 170.49 |
| median | 179.66 |
| Q3 | 190.25751 |
| 95-th percentile | 198.2555 |
| Maximum | 226.45 |
| Range | 98.68 |
| Interquartile range (IQR) | 19.767509 |
Descriptive statistics
| Standard deviation | 17.449549 |
|---|---|
| Coefficient of variation (CV) | 0.097864373 |
| Kurtosis | 0.62428283 |
| Mean | 178.30339 |
| Median Absolute Deviation (MAD) | 10.32 |
| Skewness | -0.40389096 |
| Sum | 67398.68 |
| Variance | 304.48676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 187.1000061 | 2 | 0.5% |
| 180.1199951 | 2 | 0.5% |
| 189.9900055 | 2 | 0.5% |
| 174.3000031 | 2 | 0.5% |
| 187.0500031 | 2 | 0.5% |
| 182.7599945 | 2 | 0.5% |
| 147.2299957 | 2 | 0.5% |
| 174.0299988 | 2 | 0.5% |
| 194.3999939 | 2 | 0.5% |
| 194.7599945 | 2 | 0.5% |
| Other values (356) | 358 |
| Value | Count | Frequency (%) |
| 127.7699966 | 1 | |
| 128.6600037 | 1 | |
| 130.2899933 | 1 | |
| 130.8999939 | 1 | |
| 131.2599945 | 1 | |
| 133.4100037 | 1 | |
| 133.5099945 | 1 | |
| 134.2599945 | 1 | |
| 134.9199982 | 1 | |
| 136.25 | 1 |
| Value | Count | Frequency (%) |
| 226.4499969 | 1 | |
| 221.5500031 | 1 | |
| 220.3800049 | 1 | |
| 220.1999969 | 1 | |
| 218.9499969 | 1 | |
| 218.6300049 | 1 | |
| 217.5099945 | 1 | |
| 216.75 | 1 | |
| 216.0700073 | 1 | |
| 215.7400055 | 1 |
Low
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 373 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.28757 |
| Minimum | 124.17 |
|---|---|
| Maximum | 221.64999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 124.17 |
|---|---|
| 5-th percentile | 142.76451 |
| Q1 | 168.0375 |
| median | 176.665 |
| Q3 | 187.945 |
| 95-th percentile | 195.3715 |
| Maximum | 221.64999 |
| Range | 97.479996 |
| Interquartile range (IQR) | 19.907501 |
Descriptive statistics
| Standard deviation | 17.370934 |
|---|---|
| Coefficient of variation (CV) | 0.099099634 |
| Kurtosis | 0.59772508 |
| Mean | 175.28757 |
| Median Absolute Deviation (MAD) | 10.414993 |
| Skewness | -0.51690258 |
| Sum | 66258.7 |
| Variance | 301.74934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 177.6000061 | 2 | 0.5% |
| 194.1399994 | 2 | 0.5% |
| 182.4400024 | 2 | 0.5% |
| 172.0500031 | 2 | 0.5% |
| 170.7599945 | 2 | 0.5% |
| 193.1699982 | 1 | 0.3% |
| 182.7299957 | 1 | 0.3% |
| 181.5 | 1 | 0.3% |
| 180.1699982 | 1 | 0.3% |
| 180.8800049 | 1 | 0.3% |
| Other values (363) | 363 |
| Value | Count | Frequency (%) |
| 124.1699982 | 1 | |
| 124.7600021 | 1 | |
| 124.8899994 | 1 | |
| 125.0800018 | 1 | |
| 128.1199951 | 1 | |
| 129.8899994 | 1 | |
| 130.4600067 | 1 | |
| 131.4400024 | 1 | |
| 131.6600037 | 1 | |
| 133.7700043 | 1 |
| Value | Count | Frequency (%) |
| 221.6499939 | 1 | |
| 219.0299988 | 1 | |
| 215.1000061 | 1 | |
| 213 | 1 | |
| 212.7200012 | 1 | |
| 212.3500061 | 1 | |
| 211.9199982 | 1 | |
| 211.6000061 | 1 | |
| 211.3000031 | 1 | |
| 210.6399994 | 1 |
Close
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 365 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.88466 |
| Minimum | 125.02 |
|---|---|
| Maximum | 226.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 125.02 |
|---|---|
| 5-th percentile | 145.157 |
| Q1 | 169.005 |
| median | 178.185 |
| Q3 | 189.425 |
| 95-th percentile | 197.62851 |
| Maximum | 226.34 |
| Range | 101.32 |
| Interquartile range (IQR) | 20.419994 |
Descriptive statistics
| Standard deviation | 17.381786 |
|---|---|
| Coefficient of variation (CV) | 0.098266215 |
| Kurtosis | 0.64641171 |
| Mean | 176.88466 |
| Median Absolute Deviation (MAD) | 10.294998 |
| Skewness | -0.45040973 |
| Sum | 66862.4 |
| Variance | 302.12647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 194.5 | 2 | 0.5% |
| 176.0800018 | 2 | 0.5% |
| 175.8399963 | 2 | 0.5% |
| 163.7599945 | 2 | 0.5% |
| 177.9700012 | 2 | 0.5% |
| 179.8000031 | 2 | 0.5% |
| 178.8500061 | 2 | 0.5% |
| 173.75 | 2 | 0.5% |
| 169.3000031 | 2 | 0.5% |
| 173.5 | 2 | 0.5% |
| Other values (355) | 358 |
| Value | Count | Frequency (%) |
| 125.0199966 | 1 | |
| 125.0699997 | 1 | |
| 126.3600006 | 1 | |
| 129.6199951 | 1 | |
| 130.1499939 | 1 | |
| 130.7299957 | 1 | |
| 133.4100037 | 1 | |
| 133.4900055 | 1 | |
| 134.7599945 | 1 | |
| 135.2100067 | 1 |
| Value | Count | Frequency (%) |
| 226.3399963 | 1 | |
| 221.5500031 | 1 | |
| 220.2700043 | 1 | |
| 216.75 | 1 | |
| 216.6699982 | 1 | |
| 214.2899933 | 1 | |
| 214.2400055 | 1 | |
| 214.1000061 | 1 | |
| 213.25 | 1 | |
| 213.0700073 | 1 |
Volume
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 378 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61133003 |
| Minimum | 24048300 |
|---|---|
| Maximum | 2.464214 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 24048300 |
|---|---|
| 5-th percentile | 40844405 |
| Q1 | 48095625 |
| median | 55077500 |
| Q3 | 67734600 |
| 95-th percentile | 99866845 |
| Maximum | 2.464214 × 108 |
| Range | 2.223731 × 108 |
| Interquartile range (IQR) | 19638975 |
Descriptive statistics
| Standard deviation | 22842703 |
|---|---|
| Coefficient of variation (CV) | 0.37365582 |
| Kurtosis | 17.203105 |
| Mean | 61133003 |
| Median Absolute Deviation (MAD) | 9063950 |
| Skewness | 3.2386622 |
| Sum | 2.3108275 × 1010 |
| Variance | 5.2178907 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 112117500 | 1 | 0.3% |
| 34049900 | 1 | 0.3% |
| 49128400 | 1 | 0.3% |
| 46792900 | 1 | 0.3% |
| 42841800 | 1 | 0.3% |
| 59144500 | 1 | 0.3% |
| 62303300 | 1 | 0.3% |
| 71983600 | 1 | 0.3% |
| 58414500 | 1 | 0.3% |
| 82488700 | 1 | 0.3% |
| Other values (368) | 368 |
| Value | Count | Frequency (%) |
| 24048300 | 1 | |
| 28919300 | 1 | |
| 31458200 | 1 | |
| 34049900 | 1 | |
| 34648500 | 1 | |
| 35175100 | 1 | |
| 36294600 | 1 | |
| 37122800 | 1 | |
| 37266700 | 1 | |
| 37283200 | 1 |
| Value | Count | Frequency (%) |
| 246421400 | 1 | |
| 198134300 | 1 | |
| 172373300 | 1 | |
| 163224100 | 1 | |
| 154357300 | 1 | |
| 136682600 | 1 | |
| 128256700 | 1 | |
| 121946500 | 1 | |
| 121664700 | 1 | |
| 118339000 | 1 |
open-close
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 310 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.24261894 |
| Minimum | -13.5 |
|---|---|
| Maximum | 5.6800079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 211 |
| Negative (%) | 55.8% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -13.5 |
|---|---|
| 5-th percentile | -3.0230034 |
| Q1 | -1.5050087 |
| median | -0.13999939 |
| Q3 | 1.0200043 |
| 95-th percentile | 2.9190033 |
| Maximum | 5.6800079 |
| Range | 19.180008 |
| Interquartile range (IQR) | 2.525013 |
Descriptive statistics
| Standard deviation | 2.0220199 |
|---|---|
| Coefficient of variation (CV) | -8.3341386 |
| Kurtosis | 4.8930509 |
| Mean | -0.24261894 |
| Median Absolute Deviation (MAD) | 1.2399979 |
| Skewness | -0.73488637 |
| Sum | -91.709961 |
| Variance | 4.0885645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5599975586 | 4 | 1.1% |
| 1.080001831 | 3 | 0.8% |
| -0.1399993896 | 3 | 0.8% |
| -0.04000854492 | 3 | 0.8% |
| -0.3600006104 | 3 | 0.8% |
| -0.1100006104 | 3 | 0.8% |
| 0.08000183105 | 3 | 0.8% |
| 1.550003052 | 2 | 0.5% |
| 0.6399993896 | 2 | 0.5% |
| -0.6399993896 | 2 | 0.5% |
| Other values (300) | 350 |
| Value | Count | Frequency (%) |
| -13.5 | 1 | |
| -6.699996948 | 1 | |
| -6.470001221 | 1 | |
| -5.990005493 | 1 | |
| -5.700012207 | 1 | |
| -4.690002441 | 1 | |
| -4.660003662 | 1 | |
| -4.419998169 | 1 | |
| -4.120010376 | 1 | |
| -4.009994507 | 1 |
| Value | Count | Frequency (%) |
| 5.680007935 | 1 | |
| 5.489990234 | 1 | |
| 5.209999084 | 1 | |
| 5.150009155 | 1 | |
| 4.289993286 | 1 | |
| 4.25 | 1 | |
| 4.099990845 | 1 | |
| 3.779998779 | 1 | |
| 3.769989014 | 1 | |
| 3.529998779 | 1 |
low-high
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 273 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.0158203 |
| Minimum | -13.529999 |
|---|---|
| Maximum | -0.95999146 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 378 |
| Negative (%) | 100.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -13.529999 |
|---|---|
| 5-th percentile | -5.4430031 |
| Q1 | -3.3800011 |
| median | -2.7100067 |
| Q3 | -2.2224998 |
| 95-th percentile | -1.4870049 |
| Maximum | -0.95999146 |
| Range | 12.570007 |
| Interquartile range (IQR) | 1.1575012 |
Descriptive statistics
| Standard deviation | 1.4206058 |
|---|---|
| Coefficient of variation (CV) | -0.47105122 |
| Kurtosis | 15.862463 |
| Mean | -3.0158203 |
| Median Absolute Deviation (MAD) | 0.59000397 |
| Skewness | -2.9570998 |
| Sum | -1139.9801 |
| Variance | 2.0181209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.580001831 | 5 | 1.3% |
| -2.330001831 | 4 | 1.1% |
| -2.820007324 | 4 | 1.1% |
| -2.660003662 | 4 | 1.1% |
| -2.419998169 | 4 | 1.1% |
| -1.809997559 | 4 | 1.1% |
| -2.130004883 | 4 | 1.1% |
| -3.330001831 | 3 | 0.8% |
| -2.550003052 | 3 | 0.8% |
| -2.429992676 | 3 | 0.8% |
| Other values (263) | 340 |
| Value | Count | Frequency (%) |
| -13.52999878 | 1 | |
| -13.30000305 | 1 | |
| -9.550003052 | 1 | |
| -8.080001831 | 1 | |
| -7.380004883 | 1 | |
| -7.300003052 | 1 | |
| -6.910003662 | 1 | |
| -6.729995728 | 1 | |
| -6.650009155 | 1 | |
| -6.229995728 | 1 |
| Value | Count | Frequency (%) |
| -0.9599914551 | 1 | |
| -1.059997559 | 2 | |
| -1.11000061 | 1 | |
| -1.130004883 | 1 | |
| -1.199996948 | 1 | |
| -1.230010986 | 1 | |
| -1.260009766 | 1 | |
| -1.339996338 | 1 | |
| -1.36000061 | 1 | |
| -1.399993896 | 1 |
MA_10
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 369 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 9 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.97331 |
| Minimum | 130.455 |
|---|---|
| Maximum | 214.758 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 130.455 |
|---|---|
| 5-th percentile | 148.6262 |
| Q1 | 170.072 |
| median | 177.631 |
| Q3 | 188.757 |
| 95-th percentile | 195.7418 |
| Maximum | 214.758 |
| Range | 84.303003 |
| Interquartile range (IQR) | 18.685001 |
Descriptive statistics
| Standard deviation | 15.750536 |
|---|---|
| Coefficient of variation (CV) | 0.088999498 |
| Kurtosis | 0.39573509 |
| Mean | 176.97331 |
| Median Absolute Deviation (MAD) | 9.6549988 |
| Skewness | -0.5368355 |
| Sum | 65303.153 |
| Variance | 248.07939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 192.225 | 1 | 0.3% |
| 184.2049988 | 1 | 0.3% |
| 184.5009995 | 1 | 0.3% |
| 185.3909988 | 1 | 0.3% |
| 186.1569992 | 1 | 0.3% |
| 186.912999 | 1 | 0.3% |
| 187.598999 | 1 | 0.3% |
| 188.4449997 | 1 | 0.3% |
| 189.3569992 | 1 | 0.3% |
| 190.7220001 | 1 | 0.3% |
| Other values (359) | 359 | |
| (Missing) | 9 | 2.4% |
| Value | Count | Frequency (%) |
| 130.4549988 | 1 | |
| 131.4689995 | 1 | |
| 132.3599998 | 1 | |
| 133.6449997 | 1 | |
| 134.7940002 | 1 | |
| 136.0320007 | 1 | |
| 137.1450012 | 1 | |
| 138.1920013 | 1 | |
| 139.4440002 | 1 | |
| 140.2680008 | 1 |
| Value | Count | Frequency (%) |
| 214.7580017 | 1 | |
| 213.0920013 | 1 | |
| 212.3660004 | 1 | |
| 212.0059998 | 1 | |
| 211.9420013 | 1 | |
| 211.8390015 | 1 | |
| 211.5800003 | 1 | |
| 211.2290009 | 1 | |
| 209.6339996 | 1 | |
| 208.5089996 | 1 |
Volatility_10
Real number (ℝ)
MISSING 
| Distinct | 369 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 9 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0982561 |
| Minimum | 0.7065527 |
|---|---|
| Maximum | 9.7076821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0.7065527 |
|---|---|
| 5-th percentile | 1.3279567 |
| Q1 | 2.0480856 |
| median | 2.760061 |
| Q3 | 3.6627122 |
| 95-th percentile | 6.0015563 |
| Maximum | 9.7076821 |
| Range | 9.0011294 |
| Interquartile range (IQR) | 1.6146266 |
Descriptive statistics
| Standard deviation | 1.5329466 |
|---|---|
| Coefficient of variation (CV) | 0.49477724 |
| Kurtosis | 2.9916358 |
| Mean | 3.0982561 |
| Median Absolute Deviation (MAD) | 0.74869779 |
| Skewness | 1.5311548 |
| Sum | 1143.2565 |
| Variance | 2.3499252 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.046439716 | 1 | 0.3% |
| 1.78219215 | 1 | 0.3% |
| 1.746211738 | 1 | 0.3% |
| 3.040988663 | 1 | 0.3% |
| 4.001956085 | 1 | 0.3% |
| 4.558337888 | 1 | 0.3% |
| 4.937837281 | 1 | 0.3% |
| 5.188110002 | 1 | 0.3% |
| 5.420976107 | 1 | 0.3% |
| 4.818262532 | 1 | 0.3% |
| Other values (359) | 359 | |
| (Missing) | 9 | 2.4% |
| Value | Count | Frequency (%) |
| 0.7065526953 | 1 | |
| 0.7464511512 | 1 | |
| 0.7770942862 | 1 | |
| 0.997711032 | 1 | |
| 1.007812161 | 1 | |
| 1.141057073 | 1 | |
| 1.146558179 | 1 | |
| 1.149849541 | 1 | |
| 1.203617492 | 1 | |
| 1.212298882 | 1 |
| Value | Count | Frequency (%) |
| 9.70768208 | 1 | |
| 9.590580109 | 1 | |
| 8.995092392 | 1 | |
| 8.971839121 | 1 | |
| 8.529783193 | 1 | |
| 8.111752601 | 1 | |
| 7.894354199 | 1 | |
| 7.78600246 | 1 | |
| 7.680089739 | 1 | |
| 7.105134617 | 1 |
MA_20
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 359 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 19 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.06901 |
| Minimum | 135.779 |
|---|---|
| Maximum | 210.983 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 135.779 |
|---|---|
| 5-th percentile | 150.3136 |
| Q1 | 170.9775 |
| median | 178.6835 |
| Q3 | 188.1605 |
| 95-th percentile | 193.97495 |
| Maximum | 210.983 |
| Range | 75.204001 |
| Interquartile range (IQR) | 17.182999 |
Descriptive statistics
| Standard deviation | 14.225748 |
|---|---|
| Coefficient of variation (CV) | 0.080340133 |
| Kurtosis | 0.19255114 |
| Mean | 177.06901 |
| Median Absolute Deviation (MAD) | 9.1139992 |
| Skewness | -0.64693384 |
| Sum | 63567.774 |
| Variance | 202.3719 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 188.187999 | 1 | 0.3% |
| 188.1179993 | 1 | 0.3% |
| 188.1649994 | 1 | 0.3% |
| 188.4339996 | 1 | 0.3% |
| 188.7969994 | 1 | 0.3% |
| 189.5415001 | 1 | 0.3% |
| 190.2654999 | 1 | 0.3% |
| 190.8675003 | 1 | 0.3% |
| 191.3235008 | 1 | 0.3% |
| 191.6730003 | 1 | 0.3% |
| Other values (349) | 349 | |
| (Missing) | 19 | 5.0% |
| Value | Count | Frequency (%) |
| 135.7789993 | 1 | |
| 136.796999 | 1 | |
| 138.0199993 | 1 | |
| 139.4939995 | 1 | |
| 140.5994995 | 1 | |
| 141.8244995 | 1 | |
| 142.8839996 | 1 | |
| 143.7529991 | 1 | |
| 144.6329987 | 1 | |
| 145.5874992 | 1 |
| Value | Count | Frequency (%) |
| 210.9830002 | 1 | |
| 209.4595001 | 1 | |
| 208.0995003 | 1 | |
| 206.7875 | 1 | |
| 205.5625 | 1 | |
| 204.5959999 | 1 | |
| 203.4054993 | 1 | |
| 202.2424995 | 1 | |
| 201.287999 | 1 | |
| 200.2249992 | 1 |
Volatility_20
Real number (ℝ)
MISSING 
| Distinct | 359 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 19 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4457672 |
| Minimum | 2.0074068 |
|---|---|
| Maximum | 10.277889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 2.0074068 |
|---|---|
| 5-th percentile | 2.4611607 |
| Q1 | 3.0187926 |
| median | 3.8982488 |
| Q3 | 5.3091125 |
| 95-th percentile | 8.3876443 |
| Maximum | 10.277889 |
| Range | 8.2704825 |
| Interquartile range (IQR) | 2.29032 |
Descriptive statistics
| Standard deviation | 1.844095 |
|---|---|
| Coefficient of variation (CV) | 0.41479791 |
| Kurtosis | 0.53601258 |
| Mean | 4.4457672 |
| Median Absolute Deviation (MAD) | 1.0112184 |
| Skewness | 1.1146045 |
| Sum | 1596.0304 |
| Variance | 3.4006863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.716801474 | 1 | 0.3% |
| 4.61875227 | 1 | 0.3% |
| 4.684888309 | 1 | 0.3% |
| 5.031703877 | 1 | 0.3% |
| 5.301245993 | 1 | 0.3% |
| 5.440700631 | 1 | 0.3% |
| 5.574439578 | 1 | 0.3% |
| 5.728447551 | 1 | 0.3% |
| 5.648666323 | 1 | 0.3% |
| 5.529309235 | 1 | 0.3% |
| Other values (349) | 349 | |
| (Missing) | 19 | 5.0% |
| Value | Count | Frequency (%) |
| 2.007406816 | 1 | |
| 2.073079146 | 1 | |
| 2.099920143 | 1 | |
| 2.103446065 | 1 | |
| 2.124086832 | 1 | |
| 2.127306029 | 1 | |
| 2.216914316 | 1 | |
| 2.25644592 | 1 | |
| 2.270771667 | 1 | |
| 2.325729754 | 1 |
| Value | Count | Frequency (%) |
| 10.27788934 | 1 | |
| 10.22548723 | 1 | |
| 10.09407565 | 1 | |
| 9.863836597 | 1 | |
| 9.632940923 | 1 | |
| 9.505026532 | 1 | |
| 9.478695098 | 1 | |
| 9.236876034 | 1 | |
| 8.770866715 | 1 | |
| 8.632305054 | 1 |
Return
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 377 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0016674263 |
| Minimum | -0.048020049 |
|---|---|
| Maximum | 0.072649126 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 170 |
| Negative (%) | 45.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -0.048020049 |
|---|---|
| 5-th percentile | -0.019151671 |
| Q1 | -0.0069115526 |
| median | 0.0015789662 |
| Q3 | 0.0087824965 |
| 95-th percentile | 0.021888773 |
| Maximum | 0.072649126 |
| Range | 0.12066917 |
| Interquartile range (IQR) | 0.015694049 |
Descriptive statistics
| Standard deviation | 0.013682661 |
|---|---|
| Coefficient of variation (CV) | 8.2058565 |
| Kurtosis | 3.0947743 |
| Mean | 0.0016674263 |
| Median Absolute Deviation (MAD) | 0.0078142139 |
| Skewness | 0.52598862 |
| Sum | 0.62861973 |
| Variance | 0.00018721522 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.002226290179 | 1 | 0.3% |
| -0.003222547374 | 1 | 0.3% |
| 0.00567140032 | 1 | 0.3% |
| -0.002263409002 | 1 | 0.3% |
| 0.02417488166 | 1 | 0.3% |
| -0.004013033762 | 1 | 0.3% |
| -0.01270011581 | 1 | 0.3% |
| -0.007487607166 | 1 | 0.3% |
| -0.03578662771 | 1 | 0.3% |
| -0.005424129775 | 1 | 0.3% |
| Other values (367) | 367 |
| Value | Count | Frequency (%) |
| -0.04802004898 | 1 | |
| -0.04085746419 | 1 | |
| -0.03579332312 | 1 | |
| -0.03578662771 | 1 | |
| -0.02924939039 | 1 | |
| -0.02844095267 | 1 | |
| -0.0266798246 | 1 | |
| -0.02617044149 | 1 | |
| -0.02538126164 | 1 | |
| -0.02460553222 | 1 |
| Value | Count | Frequency (%) |
| 0.07264912559 | 1 | |
| 0.05981625254 | 1 | |
| 0.04692692173 | 1 | |
| 0.04327091763 | 1 | |
| 0.03706260689 | 1 | |
| 0.03679410172 | 1 | |
| 0.0350900897 | 1 | |
| 0.03410363052 | 1 | |
| 0.03257068341 | 1 | |
| 0.02910457233 | 1 |
Target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.4 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 378 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 206 | |
| 0 | 172 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 206 | |
| 0 | 172 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 206 | |
| 0 | 172 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 378 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 206 | |
| 0 | 172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 378 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 206 | |
| 0 | 172 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 378 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 206 | |
| 0 | 172 |
| Close | High | Low | MA_10 | MA_20 | Open | Return | Target | Volatility_10 | Volatility_20 | Volume | low-high | open-close | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Close | 1.000 | 0.996 | 0.996 | 0.947 | 0.879 | 0.991 | 0.041 | 0.076 | -0.027 | 0.139 | -0.217 | 0.045 | 0.021 |
| High | 0.996 | 1.000 | 0.996 | 0.952 | 0.884 | 0.996 | -0.005 | 0.131 | -0.020 | 0.141 | -0.196 | 0.009 | 0.079 |
| Low | 0.996 | 0.996 | 1.000 | 0.949 | 0.880 | 0.996 | 0.000 | 0.074 | -0.028 | 0.139 | -0.232 | 0.073 | 0.077 |
| MA_10 | 0.947 | 0.952 | 0.949 | 1.000 | 0.964 | 0.953 | -0.078 | 0.032 | -0.027 | 0.138 | -0.161 | -0.014 | 0.125 |
| MA_20 | 0.879 | 0.884 | 0.880 | 0.964 | 1.000 | 0.884 | -0.065 | 0.000 | 0.007 | 0.153 | -0.104 | -0.082 | 0.102 |
| Open | 0.991 | 0.996 | 0.996 | 0.953 | 0.884 | 1.000 | -0.050 | 0.099 | -0.022 | 0.141 | -0.221 | 0.043 | 0.136 |
| Return | 0.041 | -0.005 | 0.000 | -0.078 | -0.065 | -0.050 | 1.000 | 0.000 | 0.032 | 0.064 | 0.078 | -0.061 | -0.798 |
| Target | 0.076 | 0.131 | 0.074 | 0.032 | 0.000 | 0.099 | 0.000 | 1.000 | -0.022 | 0.071 | 0.051 | -0.005 | -0.042 |
| Volatility_10 | -0.027 | -0.020 | -0.028 | -0.027 | 0.007 | -0.022 | 0.032 | -0.022 | 1.000 | 0.488 | 0.298 | -0.196 | 0.012 |
| Volatility_20 | 0.139 | 0.141 | 0.139 | 0.138 | 0.153 | 0.141 | 0.064 | 0.071 | 0.488 | 1.000 | 0.126 | -0.156 | -0.024 |
| Volume | -0.217 | -0.196 | -0.232 | -0.161 | -0.104 | -0.221 | 0.078 | 0.051 | 0.298 | 0.126 | 1.000 | -0.615 | -0.076 |
| low-high | 0.045 | 0.009 | 0.073 | -0.014 | -0.082 | 0.043 | -0.061 | -0.005 | -0.196 | -0.156 | -0.615 | 1.000 | 0.049 |
| open-close | 0.021 | 0.079 | 0.077 | 0.125 | 0.102 | 0.136 | -0.798 | -0.042 | 0.012 | -0.024 | -0.076 | 0.049 | 1.000 |
| Open | High | Low | Close | Volume | open-close | low-high | MA_10 | Volatility_10 | MA_20 | Volatility_20 | Return | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||||||
| 2023-01-03 | 130.279999 | 130.899994 | 124.169998 | 125.070000 | 112117500 | 5.209999 | -6.729996 | NaN | NaN | NaN | NaN | NaN | 1 |
| 2023-01-04 | 126.889999 | 128.660004 | 125.080002 | 126.360001 | 89113600 | 0.529999 | -3.580002 | NaN | NaN | NaN | NaN | 0.010314 | 0 |
| 2023-01-05 | 127.129997 | 127.769997 | 124.760002 | 125.019997 | 80962700 | 2.110001 | -3.009995 | NaN | NaN | NaN | NaN | -0.010605 | 1 |
| 2023-01-06 | 126.010002 | 130.289993 | 124.889999 | 129.619995 | 87754700 | -3.609993 | -5.399994 | NaN | NaN | NaN | NaN | 0.036794 | 1 |
| 2023-01-09 | 130.470001 | 133.410004 | 129.889999 | 130.149994 | 70790800 | 0.320007 | -3.520004 | NaN | NaN | NaN | NaN | 0.004089 | 1 |
| 2023-01-10 | 130.259995 | 131.259995 | 128.119995 | 130.729996 | 63896200 | -0.470001 | -3.139999 | NaN | NaN | NaN | NaN | 0.004456 | 1 |
| 2023-01-11 | 131.250000 | 133.509995 | 130.460007 | 133.490005 | 69458900 | -2.240005 | -3.049988 | NaN | NaN | NaN | NaN | 0.021112 | 0 |
| 2023-01-12 | 133.880005 | 134.259995 | 131.440002 | 133.410004 | 71379600 | 0.470001 | -2.819992 | NaN | NaN | NaN | NaN | -0.000599 | 1 |
| 2023-01-13 | 132.029999 | 134.919998 | 131.660004 | 134.759995 | 57809700 | -2.729996 | -3.259995 | NaN | NaN | NaN | NaN | 0.010119 | 1 |
| 2023-01-17 | 134.830002 | 137.289993 | 134.130005 | 135.940002 | 63646600 | -1.110001 | -3.159988 | 130.454999 | 3.982377 | NaN | NaN | 0.008756 | 0 |
| Open | High | Low | Close | Volume | open-close | low-high | MA_10 | Volatility_10 | MA_20 | Volatility_20 | Return | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||||||
| 2024-06-21 | 210.389999 | 211.889999 | 207.110001 | 207.490005 | 246421400 | 2.899994 | -4.779999 | 208.509000 | 7.786002 | 200.224999 | 10.225487 | -0.010444 | 1 |
| 2024-06-24 | 207.720001 | 212.699997 | 206.589996 | 208.139999 | 80727000 | -0.419998 | -6.110001 | 209.634000 | 6.650608 | 201.287999 | 9.863837 | 0.003133 | 1 |
| 2024-06-25 | 209.149994 | 211.380005 | 208.610001 | 209.070007 | 56713900 | 0.079987 | -2.770004 | 211.229001 | 3.337343 | 202.242500 | 9.632941 | 0.004468 | 1 |
| 2024-06-26 | 211.500000 | 214.860001 | 210.639999 | 213.250000 | 66213200 | -1.750000 | -4.220001 | 211.839001 | 3.054429 | 203.405499 | 9.478695 | 0.019993 | 1 |
| 2024-06-27 | 214.690002 | 215.740005 | 212.350006 | 214.100006 | 49772700 | 0.589996 | -3.389999 | 211.942001 | 3.117273 | 204.596000 | 9.236876 | 0.003986 | 0 |
| 2024-06-28 | 215.770004 | 216.070007 | 210.300003 | 210.619995 | 82542700 | 5.150009 | -5.770004 | 211.580000 | 3.029722 | 205.562500 | 8.770867 | -0.016254 | 1 |
| 2024-07-01 | 212.089996 | 217.509995 | 211.919998 | 216.750000 | 60402900 | -4.660004 | -5.589996 | 212.006000 | 3.443173 | 206.787500 | 8.521054 | 0.029105 | 1 |
| 2024-07-02 | 216.149994 | 220.380005 | 215.100006 | 220.270004 | 58046200 | -4.120010 | -5.279999 | 212.366000 | 4.108850 | 208.099500 | 8.473352 | 0.016240 | 1 |
| 2024-07-03 | 220.000000 | 221.550003 | 219.029999 | 221.550003 | 37369800 | -1.550003 | -2.520004 | 213.092001 | 5.025681 | 209.459500 | 8.332029 | 0.005811 | 1 |
| 2024-07-05 | 221.649994 | 226.449997 | 221.649994 | 226.339996 | 60330900 | -4.690002 | -4.800003 | 214.758002 | 6.354607 | 210.983000 | 8.500424 | 0.021620 | 0 |